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mirabellechew

PROFILE

Mirabellechew

Over a two-month period, contributed to the NotInvalidUsername/DSA3101_Group8_Project1 repository by developing nine features and resolving six bugs focused on data-driven business analysis and reporting. Built and enhanced analytics modules such as cost-profit analysis and subtask overviews, modernized the Streamlit-based UI, and improved data visualization for operational insights. Applied Python, Pandas, and Plotly to standardize data ingestion, optimize build processes, and automate reporting workflows. Addressed technical debt through dependency updates, code cleanup, and deprecation of legacy modules, resulting in improved data reliability and user experience. Demonstrated disciplined version control and thorough documentation to support stakeholder-ready deliverables.

Overall Statistics

Feature vs Bugs

60%Features

Repository Contributions

33Total
Bugs
6
Commits
33
Features
9
Lines of code
1,731
Activity Months2

Work History

April 2025

31 Commits • 7 Features

Apr 1, 2025

April 2025 performance for NotInvalidUsername/DSA3101_Group8_Project1 focused on stabilizing data ingestion, modernizing the UI, and delivering analytics/storytelling capabilities that drive business value. Key work included standardizing data import paths, refreshing dependencies for environment alignment, delivering a Subtask Overview, enhancing Streamlit-based UI for A4 and cost-profit pages, expanding Wrapping It Up with ROI/cost-benefit analyses, and improving code quality through cleanup efforts and deprecation of legacy modules. The work improved data reliability, user experience, and stakeholder-ready reporting.

March 2025

2 Commits • 2 Features

Mar 1, 2025

March 2025 monthly summary focusing on key accomplishments, with emphasis on feature delivery, UI improvements, and impact on business value. Delivered a high-impact Cost-Profit Analysis feature and performed UI cleanup to streamline reporting and improve data visualization for park-ops decision-making.

Activity

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Quality Metrics

Correctness90.6%
Maintainability90.8%
Architecture85.4%
Performance86.6%
AI Usage20.6%

Skills & Technologies

Programming Languages

HTMLJupyter NotebookMarkdownPythonSQL

Technical Skills

Build OptimizationBusiness AnalysisClusteringCustomer SegmentationData AnalysisData EngineeringData LoadingData ScienceData VisualizationData WranglingDependency ManagementDocumentationFile ManagementFile Path ManagementFile Path Manipulation

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

NotInvalidUsername/DSA3101_Group8_Project1

Mar 2025 Apr 2025
2 Months active

Languages Used

Jupyter NotebookPythonHTMLMarkdownSQL

Technical Skills

Data AnalysisData VisualizationMatplotlibNetworkXPandasPlotly